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Claude Skills

The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.

Every Agent Skill we could find on GitHub, deduplicated by content. 79 870 files from 1 769 authors, of which 62 217 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.

62 217
unique skills
out of 79 870 files found on GitHub
17 653
are copies
same content, someone else's repository
1 743
tokens, median
what a typical skill costs you in context
7 935
name collisions
two skills with one name cannot sit side by side

38 761–38 820 of 62 217

page 647 of 1 037
Rankup
by yan-labs

网站从零到一与长期增长的总控 Skill。用于新建网站、SaaS、工具站或内容站,规划或初始化 TanStack Start Monorepo,使用 Cloudflare Workers、D1、R2 部署全栈应用,接入支付,执行 SEO、内容、外链、上线验证和持续迭代;也负责 Google Trends 查询、关键词难度(KD)估算与选词工作流;2026 AI 搜索范式(AI Overviews、AI Mode、Preferred Sources、Discover 独立算法、Information Gain、引用优先于排名);AI Agent 就绪度评分(is-agentic、agent readiness、llms.txt、MCP 可发现性、AI 代理优化)。用户提到 rankup、rankup init、建站、网站改版、搜索流量、GSC、排名、关键词、CTR、索引、网站增长,或提到 谷歌趋势、Google Trends、搜索热度、热度对比、搜索趋势、trending、"XX 和 YY 哪个更火"、"今天美国/日本在搜什么"、每日热搜、"这个词能不能做站"、"哪个市场/国家有机会"、帮我选 SEO 关键词、选词、选品调研、市场探测、挖需求、找需求、需求挖掘、找方向、找选题、"最近有什么能做的"、"找几个关键词"、"挖个新词的工具站"、"看看有什么游戏站能做"、竞品调研、榜单调研、差评挖掘、反查谁在赚钱、关键词难度、KD、竞争度、SERP 分析、"这个词难不难做"、"做这个词要多少外链",或提到 哥飞、web.cafe、哥飞论坛、哥飞的朋友们、悬赏、悬赏问答、经验帖、"群里怎么说的"、"社群里有没有讲过"、"论坛里搜一下"、"哥飞说过什么"、哥飞.ai,或提到 AI 搜索优化、AI Overviews、AI Mode、被 AI 引用、AEO、GEO、Preferred Sources、Discover 优化、Google 算法更新、核心更新、spam 更新、Information Gain,或提到 AI Agent 就绪度、is-agentic、agent readiness、llms.txt、对 AI 代理友好、AI 代理优化、agent-friendly、agentic score 时使用。

386k tokens scripts zh
Skill Link Check
by yan-labs

Audit project and global .agents/skills and .claude/skills layouts. Verify that .agents/skills contains the real source and .claude/skills mirrors it through a parent or per-skill symlink. Use whenever a skill or slash command is missing, not loading, duplicated, inconsistent, or described as "skill 没生效", "skill 不一致", "为什么 skill 没识别到", "检查 skill 链接", ghost skill, broken skill link, or missing skill. Also use when a skill exists in one directory but not the other.

5k tokens scripts zh
Backlink
by yan-labs

OpenCLI-first backlink discovery, profile analysis, opportunity qualification, safe browser-assisted form filling, evidence-based verification, and bulk data harvesting from logged-in dashboards. Use for backlinks, external links, competitor link research, blog-comment opportunities, directory submissions, Similarweb/Semrush/Ahrefs discovery, Search Console verification, anchor analysis, toxic-link review, disavow review, outreach templates, scraping SaaS report tables that have no API, driving the owner's logged-in Chrome from a script, or Chinese requests such as 反链、外链、找外链、发外链、评论外链、外链分析、抓后台数据、导出报表、数据面板、数据勘测.

409k tokens scripts
Autopilot
by yan-labs

| 接收一句模糊指令,自动调查、分类、拆解为 XML 阶段计划、选 skill、定完成判定, 然后以无人值守模式通过 loop/goal + agent-mode 完整执行到底—— 包括自动部署、自动 E2E 测试、自动代码 review,不跳过任何阶段。 当用户扔过来一句宽泛任务时主动使用——"把 bug 修了"、"补测试"、 "优化性能"、"把这个功能做完"、"代码扫一遍"、"调查一下为什么 XX"。 也在用户说"autopilot"、"auto"、"帮我规划"、"自己搞定"、"直接跑"、 "你来拆"、"别问我怎么做"时触发。即使用户没有说这些关键词, 只要输入明显是未拆解的宽泛意图,也应该主动激活。 调用 autopilot = 授权全自动无人值守执行,不需要中途确认。

28k tokens zh
Game Opportunity
by yan-labs

小游戏机会的每日发现、筛选和调查 Skill。用户提到监测游戏平台 sitemap、发现新游戏内页、24 小时小游戏新词、Reddit/YouTube/X 游戏源头、游戏 KD、搜索量、可玩 iframe、每日候选报告、从老游戏里找仍有流量的竞争词,或要求自动运行小游戏机会流水线时使用。它复用 Rankup 与 Backlink 的现有脚本,把项目私有数据统一写进被 Git 忽略的 .rankup/。

12k tokens scripts zh
Paper Signal Audit
by jiahuiqu17

>- Inspect and diagnose minimal-zine posters, photo restyles, editorial images, and social-card series for subject preservation, factual and text integrity, composition, paper realism, print-process coherence, color signal, anti-AI craft, platform fit, and series continuity. Use when the user asks whether an image has高级感, feels AI-generated, matches Paper Signal or gc-minimal-zine quality, needs improvement, or should be regenerated. Returns evidence-based findings and a targeted correction prompt; regenerates only when the user also asks for a fix.

919 tokens
Paper Signal Art Director
by jiahuiqu17

>- Art-direct and generate one high-craft minimal-zine bitmap from a landscape, portrait, person, object, product, food, plant, building, interior, photograph, mood, sentence, or article concept. Use when the user wants a standalone poetic poster, editorial cover, visual concept, aesthetic photo upgrade, photo-to-zine restyle, or a subject-aware minimal-zine image without the overhead of a social carousel. Chooses adaptive composition and a physically coherent print process, preserves subject identity, saves the final prompt, invokes the runtime-native image generator, and audits the raster result.

1k tokens
Paper Signal Series
by jiahuiqu17

>- Plan, write, art-direct, generate, and package a coherent 2-10 image minimal-zine social series from notes, articles, photographs, travel stories, products, reviews, cultural topics, data, PDFs, or mixed subjects. Use for Xiaohongshu/小红书图片, Instagram carousels, social visual essays, recommendation posts, photo diaries, evidence-backed explainers, or any multi-image editorial sequence. Produces analysis, card roles, subject-aware composition, saved prompts, real raster images, natural caption copy, evidence provenance when needed, and series-level QA.

1k tokens
Paper Signal
by jiahuiqu17

>-

25k tokens scripts
Agentic A11y
by Ovid

Use when auditing a user-facing app — web, mobile (iOS/Android/React Native/Flutter), desktop, CLI, or games — for accessibility barriers or WCAG 2.2 conformance, before shipping UI changes, or in response to concerns about screen-reader, keyboard, low-vision, motor, cognitive, or photosensitive users. Not for general bug hunting or code correctness.

153 tokens
Agentic Dedup
by Ovid

EXPERIMENTAL. Use when looking for meaningfully duplicated logic in a codebase, especially duplicate behavior hidden behind different names, different syntax, different control flow, or independently evolved implementations. Not for style issues, not for syntactic clone detection, and not for fixing what it finds.

146 tokens
Agentic Owasp
by Ovid

EXPERIMENTAL. Use when code needs a security review against the OWASP Top 10:2025 — access control, misconfiguration, supply chain, cryptography, injection, insecure design, authentication, integrity, logging and alerting, and mishandled exceptional conditions. Not for penetration testing a running system, not for infrastructure-only scanning, and not for fixing what it finds.

163 tokens
Alignment
by Ovid

Use when verifying that requirements/specs/PRDs and their implementation plans match — before starting work, after a spec or plan update, or when suspecting coverage gaps, scope creep, or design drift between intent and action documents. Needs both documents; not for checking code against a spec.

136 tokens
Agentic Review
by Ovid

Use when reviewing current branch for bugs before pushing or merging, when wanting a thorough multi-agent review of local changes, or when preparing work for human review. Not for codebase structure, not for code style, and not for fixing what it finds.

128 tokens
Roadmap
by Ovid

Read the feature roadmap, find the next unplanned phase, brainstorm it, and update the roadmap with the resulting document name

16k tokens
Release
by Ovid

Cut a paad release — pick the semver bump from what is in [Unreleased], run make release, merge, tag, and verify the published plugin

3k tokens
Agentic Architecture
by Ovid

Use when assessing the architectural health of a codebase — before a major refactor, when onboarding to an unfamiliar repo, after rapid growth, when planning a redesign, or to surface structural strengths and risks before they become expensive. Not for fixing what it finds, and not for reviewing a branch diff.

149 tokens
Fix Architecture
by Ovid

Use when working through architectural flaws documented in a .reviews/architecture/ report — selecting which flaws to fix, resuming a partial fix session across multiple sittings, or applying structural changes that need to be tracked back to a report. Not for producing that report — run the agentic-architecture skill first if there isn't one.

153 tokens
Pushback
by Ovid

Use when reviewing a spec, PRD, requirements doc, or design plan before implementation begins — especially when the doc feels too big, bundles unrelated features, may contradict the current codebase, or seems vague, infeasible, or thin on security and error handling. Not for cross-checking a spec against a plan — that's the alignment skill.

147 tokens
Rethink
by Ovid

EXPERIMENTAL. Use when options, a recommendation, or an already-chosen approach are on the table and the reasoning under them has not been independently checked — especially when the case rests on cited documentation, remembered behavior, or premises nobody verified. Not for generating alternatives, and not for critiquing a spec, which is the pushback skill.

149 tokens
Test Roadmap
by Ovid

EXPERIMENTAL. Analyzes a repository and any existing test suite, grades existing tests for weakness, classifies mocks, emits a phased roadmap for building a test suite that catches real regressions, then executes those phases one at a time. Use when planning or building a test suite, assessing whether existing tests are worth anything, adding tests to a legacy codebase, or when the user mentions test coverage, test strategy, or weak tests. Not for reviewing a branch for bugs, and not for fixing the bugs it logs.

192 tokens
Agentic Architecture
by Ovid

Use when assessing the architectural health of a codebase — before a major refactor, when onboarding to an unfamiliar repo, after rapid growth, when planning a redesign, or to surface structural strengths and risks before they become expensive. Not for fixing what it finds, and not for reviewing a branch diff.

5k tokens
Vibe
by Ovid

Use when making a small, quick change — a bug fix, typo, minor feature, tweak, or anything the user calls "vibe coding" — that looks like 1-3 files in the same module

102 tokens
Handoff
by Ovid

EXPERIMENTAL. Use when a session is running out of context and the work needs to continue in a fresh one, or when starting a session meant to pick up where an earlier one stopped. Not for compacting in place — that is /compact — and not for specifying work that has not started, which is a plan.

133 tokens
Agentic A11y
by Ovid

Use when auditing a user-facing app — web, mobile (iOS/Android/React Native/Flutter), desktop, CLI, or games — for accessibility barriers or WCAG 2.2 conformance, before shipping UI changes, or in response to concerns about screen-reader, keyboard, low-vision, motor, cognitive, or photosensitive users. Not for general bug hunting or code correctness.

9k tokens
Agentic Dedup
by Ovid

EXPERIMENTAL. Use when looking for meaningfully duplicated logic in a codebase, especially duplicate behavior hidden behind different names, different syntax, different control flow, or independently evolved implementations. Not for style issues, not for syntactic clone detection, and not for fixing what it finds.

13k tokens
Agentic Review
by Ovid

Use when reviewing current branch for bugs before pushing or merging, when wanting a thorough multi-agent review of local changes, or when preparing work for human review. Not for codebase structure, not for code style, and not for fixing what it finds.

23k tokens
Agentic Owasp
by Ovid

EXPERIMENTAL. Use when code needs a security review against the OWASP Top 10:2025 — access control, misconfiguration, supply chain, cryptography, injection, insecure design, authentication, integrity, logging and alerting, and mishandled exceptional conditions. Not for penetration testing a running system, not for infrastructure-only scanning, and not for fixing what it finds.

25k tokens
Alignment
by Ovid

Use when verifying that requirements/specs/PRDs and their implementation plans match — before starting work, after a spec or plan update, or when suspecting coverage gaps, scope creep, or design drift between intent and action documents. Needs both documents; not for checking code against a spec.

4k tokens
Handoff
by Ovid

EXPERIMENTAL. Use when a session is running out of context and the work needs to continue in a fresh one, or when starting a session meant to pick up where an earlier one stopped. Not for compacting in place — that is /compact — and not for specifying work that has not started, which is a plan.

3k tokens
Pushback
by Ovid

Use when reviewing a spec, PRD, requirements doc, or design plan before implementation begins — especially when the doc feels too big, bundles unrelated features, may contradict the current codebase, or seems vague, infeasible, or thin on security and error handling. Not for cross-checking a spec against a plan — that's the alignment skill.

6k tokens
Fix Architecture
by Ovid

Use when working through architectural flaws documented in a .reviews/architecture/ report — selecting which flaws to fix, resuming a partial fix session across multiple sittings, or applying structural changes that need to be tracked back to a report. Not for producing that report — run the agentic-architecture skill first if there isn't one.

9k tokens
Rethink
by Ovid

EXPERIMENTAL. Use when options, a recommendation, or an already-chosen approach are on the table and the reasoning under them has not been independently checked — especially when the case rests on cited documentation, remembered behavior, or premises nobody verified. Not for generating alternatives, and not for critiquing a spec, which is the pushback skill.

4k tokens
Test Roadmap
by Ovid

EXPERIMENTAL. Analyzes a repository and any existing test suite, grades existing tests for weakness, classifies mocks, emits a phased roadmap for building a test suite that catches real regressions, then executes those phases one at a time. Use when planning or building a test suite, assessing whether existing tests are worth anything, adding tests to a legacy codebase, or when the user mentions test coverage, test strategy, or weak tests. Not for reviewing a branch for bugs, and not for fixing the bugs it logs.

26k tokens
Vibe
by Ovid

Use when making a small, quick change — a bug fix, typo, minor feature, tweak, or anything the user calls "vibe coding" — that looks like 1-3 files in the same module

4k tokens
Agentic Architecture
by Ovid

Use when assessing the architectural health of a codebase — before a major refactor, when onboarding to an unfamiliar repo, after rapid growth, when planning a redesign, or to surface structural strengths and risks before they become expensive. Not for fixing what it finds, and not for reviewing a branch diff.

5k tokens
Agentic Dedup
by Ovid

EXPERIMENTAL. Use when looking for meaningfully duplicated logic in a codebase, especially duplicate behavior hidden behind different names, different syntax, different control flow, or independently evolved implementations. Not for style issues, not for syntactic clone detection, and not for fixing what it finds.

13k tokens
Agentic A11y
by Ovid

Use when auditing a user-facing app — web, mobile (iOS/Android/React Native/Flutter), desktop, CLI, or games — for accessibility barriers or WCAG 2.2 conformance, before shipping UI changes, or in response to concerns about screen-reader, keyboard, low-vision, motor, cognitive, or photosensitive users. Not for general bug hunting or code correctness.

9k tokens
Agentic Owasp
by Ovid

EXPERIMENTAL. Use when code needs a security review against the OWASP Top 10:2025 — access control, misconfiguration, supply chain, cryptography, injection, insecure design, authentication, integrity, logging and alerting, and mishandled exceptional conditions. Not for penetration testing a running system, not for infrastructure-only scanning, and not for fixing what it finds.

26k tokens
Agentic Review
by Ovid

Use when reviewing current branch for bugs before pushing or merging, when wanting a thorough multi-agent review of local changes, or when preparing work for human review. Not for codebase structure, not for code style, and not for fixing what it finds.

23k tokens
Alignment
by Ovid

Use when verifying that requirements/specs/PRDs and their implementation plans match — before starting work, after a spec or plan update, or when suspecting coverage gaps, scope creep, or design drift between intent and action documents. Needs both documents; not for checking code against a spec.

5k tokens
Handoff
by Ovid

EXPERIMENTAL. Use when a session is running out of context and the work needs to continue in a fresh one, or when starting a session meant to pick up where an earlier one stopped. Not for compacting in place — that is /compact — and not for specifying work that has not started, which is a plan.

3k tokens
Fix Architecture
by Ovid

Use when working through architectural flaws documented in a paad/architecture-reviews/ report — selecting which flaws to fix, resuming a partial fix session across multiple sittings, or applying structural changes that need to be tracked back to a report. Not for producing that report — run /agentic-architecture first if there isn't one.

9k tokens
Makefile
by Ovid

Use when creating or updating a Makefile for a project, especially when standard targets (build, test, lint, format, etc.) are missing or when modifying targets that may already be wired into other tooling. Not for debugging why a build fails.

2k tokens
Paad Help
by Ovid

Use when the user asks which paad skills exist, what a paad skill does, which one fits their situation, or how to invoke one — including "what can paad do", "list the paad skills", "is there a paad skill for X", or a request for the arguments of a named paad skill

8k tokens
Pushback
by Ovid

Use when reviewing a spec, PRD, requirements doc, or design plan before implementation begins — especially when the doc feels too big, bundles unrelated features, may contradict the current codebase, or seems vague, infeasible, or thin on security and error handling. Not for cross-checking a spec against a plan — that's /alignment.

6k tokens
Rethink
by Ovid

EXPERIMENTAL. Use when options, a recommendation, or an already-chosen approach are on the table and the reasoning under them has not been independently checked — especially when the case rests on cited documentation, remembered behavior, or premises nobody verified. Not for generating alternatives, and not for critiquing a spec, which is /pushback.

4k tokens
Test Roadmap
by Ovid

> EXPERIMENTAL. Analyzes a repository and any existing test suite, grades existing tests for weakness, classifies mocks, emits a phased roadmap for building a test suite that catches real regressions, then executes those phases one at a time. Use when planning or building a test suite, assessing whether existing tests are worth anything, adding tests to a legacy codebase, or when the user mentions test coverage, test strategy, or weak tests. Not for reviewing a branch for bugs, and not for fixing the bugs it logs.

26k tokens
Vibe
by Ovid

Use when making a small, quick change — a bug fix, typo, minor feature, tweak, or anything the user calls "vibe coding" — that looks like 1-3 files in the same module

4k tokens
Backlog
by Ovid

EXPERIMENTAL. Use when working the project-wide out-of-scope backlog at paad/code-reviews/backlog.md — cleaning it of entries that are already fixed or gone, or picking the next entry and fixing it end-to-end. Not for producing backlog entries — that is /agentic-review — and not for reviewing a branch diff.

3k tokens
Makefile
by Ovid

Use when creating or updating a Makefile for a project, especially when standard targets (build, test, lint, format, etc.) are missing or when modifying targets that may already be wired into other tooling. Not for debugging why a build fails.

2k tokens
Paad Help
by Ovid

Use when the user asks which paad skills exist, what a paad skill does, which one fits their situation, or how to invoke one — including "what can paad do", "list the paad skills", "is there a paad skill for X", or a request for the arguments of a named paad skill

8k tokens
H3 Game Sprites
by gary149

Build 2D game sprite sheets by generating motion with MiniMax H3 (Hailuo) video, then cutting the footage into validated chroma-keyed sprite frames - the Mortal Kombat method with a video model instead of filmed actors. Covers the character-still recipe, the idle-pin trick that keeps every move on-model and loopable, per-move clip briefs, frame extraction with keying and numeric QC, seamless walk-cycle detection, and the atlas/render math that keeps a character planted and correctly sized in an engine. Use this whenever the user wants game sprites, a sprite sheet, an animated 2D game character, a fighting/platformer/beat-em-up character, wants to turn AI video into game animation frames, or wants a character animated for a game - even if they never say H3, Hailuo, or "sprite". Also use it for chroma-keying generated video to transparent frames, choosing keyframes from footage, and debugging sprites that jitter, float, sink, or change size between animations.

6k tokens scripts
Remotion Motion Graphics
by haidrrrry

Create and edit professional motion graphics videos with Remotion (React-based video). Use this skill EVERY time the user wants to create a video, edit a video, animate something, build an intro/outro/logo animation, make a Reel/Short/promo/launch video, add text animations or captions to footage, composite images and B-roll into a video, or mentions Remotion, motion graphics, video rendering, or "make this video look better/less generic". Also trigger when editing an existing Remotion project or when the user complains their video looks basic, generic, or amateur — this skill contains the exact fixes. Always read this skill BEFORE writing any Remotion code.

6k tokens scripts
Tidyfactor Styler
by TidyFactor

Production framework styler and surgical RTL UI polish engine with Contextual Decision Layer (CDL). Operates directly inside existing codebases across React/Next.js, PHP, WordPress, and Vanilla HTML/CSS/JS. Trigger on commands 'brief', 'component', 'section', 'page', 'redesign', 'typography', 'palette', 'layout', 'rtl', 'motion', 'styles', or requests for UI polishing and RTL refactoring.

543k tokens scripts
Deckprobe
by deckflow

>- Inspect PDF, Microsoft Office (docx/xlsx/pptx and legacy doc/xls/ppt), and Apple iWork (key/numbers/pages) files without opening or rendering them. Use for page and slide and sheet counts, title/author/created metadata, encryption and macro and digital-signature and JavaScript risk signals, sheet and table structure, embedded assets and fonts, corruption checks, and verifying a file really is the format its extension claims. Also use to inventory many documents at once. Returns bounded, deterministic JSON on stdout. Never renders, never runs macros, never follows external references, never sends the file anywhere.

7k tokens
Hoist The Elephant
by jinhanbuilds

仅在用户明确调用 `$hoist-the-elephant` 时使用。把因连续纠正和局部过拟合而偏离主线的长对话拉回正轨:暂停当前推进,回溯对话中真正支配任务的目标和已经形成的认识,重新建立后续工作的依据。

495 tokens zh
Ads
by ericrisco

Use when running or fixing paid acquisition on Google or Meta — campaign structure (Performance Max, Demand Gen, Search, Advantage+), platform-fit creative, budget/scaling rules, break-even ROAS math, and Consent Mode v2 / CAPI tracking gaps. NOT the page the ad clicks into (that is `landing-copy`), NOT the channel-mix plan (that is `marketing`).

7k tokens scripts
Accessibility
by ericrisco

Use when making a web UI conform to WCAG 2.2 Level AA — axe-core or Lighthouse a11y violations, keyboard operability, focus management, ARIA roles/names/live regions, contrast, tap-target size. NOT palette or visual intent (that is `design`), NOT test-runner setup (that is `testing-web`), NOT LCP/page-speed (that is `performance`).

9k tokens scripts
AI Media
by ericrisco

Use when a creative goal must become a finished media file: pick and order generative-media models per modality — AI voiceover, image-to-video clips, score — then glue them with ffmpeg (mux, duck, loudnorm, concat). NOT still-image generation/editing (that is `replicate-images`); NOT code-rendered React compositing (that is `remotion-video`).

8k tokens scripts

Claude Skills — questions

Answers built from the skills we actually parsed.

What is a Claude Skill?
A folder with a SKILL.md file: instructions that teach an agent to do one thing well, optionally with scripts and reference files alongside. The format is open and called Agent Skills — Claude Code, Codex and other agents read the same files. It is not a program you run; it is knowledge the agent loads when the task calls for it.
How is a skill different from an MCP server?
A server gives the agent new abilities — it connects to something and exposes tools. A skill gives the agent knowledge: how to use what it already has. They combine, and often literally: 11 541 of the skills here declare which MCP servers they need to work.
Why are there fewer skills here than in other catalogues?
Because we deduplicate by content. Of 79 870 files found on GitHub, 62 217 are unique — the rest is the same skill copied into someone else's repository, word for word. Catalogues that count files rather than skills show every copy as a separate entry.
What does the token count mean?
A skill is loaded into the model's context when it is used, so its size is a running cost on every request that touches it. We measure the whole folder, not just SKILL.md: one official skill is 377 tokens, another drags 83 files of fonts behind it.
How do I install a skill?
Copy the skill folder into ~/.claude/skills for personal use, or into .claude/skills inside a project. The agent picks it up by the name in the SKILL.md header — which is worth checking: 7 935 skills here share a name with another skill, and two of them cannot sit side by side.